Gender-differences in Self-efficacy ICT related to various ICT-user profiles in Finland and Norway. How do self-efficacy,gender and ICT-user profiles relate to findings from PISA 2006

In this paper, we explored the relationship between self-efficacy, Information and Communication Technology (ICT) user profiles, and gender. Self-efficacy is an important theoretical and empirical concept to identify and describe how students perceive their own ability to solve a task. ICT user profiles were developed as an empirical framework to identify and categorize students based on how frequent they use ICT. In this paper, we have chosen six ICT user profiles in order to distinguish between leisure activities and school activities. Each ICT user-profile was computed by combining two dimensions (frequency of ICT use for leisure purposes and frequency of ICT use for school purposes). We tried to identify how students’ perception of their ability to solve a task is related to both their gender and how frequently they use ICT. The results showed that student’s self-efficacy varied between the ICT user profiles. The findings showed how an increased level of self-efficacy in ICT High-level tasks is related to both an increased level of leisure use and with an increased level of educational use. Further, our findings provided evidence in support of positive relationships (for both males and the females) between Self-efficacy in ICT and the ICT user profiles.     

ICT facilitated access to information and undergraduates' cheating behaviours

This paper describes an illuminative small-scale study that featured a survey instrument, distributed to 66 undergraduate students of Education and social science. The investigation concerned students' use of ICT—including a virtual learning environment and the Internet—and students' engagement in lecturer impressing strategies and cheating behaviours such as plagiarism. Analysis of data discerned a number of age related behaviours, e.g. younger respondents engaged in social and leisure activities on the Internet significantly more frequently and demonstrated a greater tendency to engage in certain lecturer impressing strategies. However, generally, indicators of ICT usage and overall lecturer impressing strategies and cheating behaviours showed no significant differences by age of respondent. The findings would not support the contention that younger students use ICT more frequently or engage in cheating behaviours disproportionately. Inferences are tentatively drawn for further research and for academic practices.     

Predictors of students' participation in internet or computer tutoring for additional instruction and its effect on academic achievement

In recent years, it has become common to use the internet or computer tutoring with a programme or application for additional instruction (ICTPAAI), in addition to the mandatory school schedule. This study aimed to understand students' participation in ICTPAAI and its relation to academic achievement. Multilevel structural equation modelling was conducted on a sample comprising 6,425 Chinese students (M_age 15.72 years; 48.9% girls) who had various forms of additional instruction during the 2014/2015 school year. Results showed that the use of information and communication technology (ICT) to complete schoolwork, whether in school or outside of school, was positively associated with students' participation in ICTPAAI; however, students' ICT interest, ICT self-efficacy and ICT autonomy were not. Students' participation in ICTPAAI was negatively associated with their academic achievement at the end of the school year; much variance was explained at the school level. These findings suggest that students should be cautious about participating in this form of additional instruction and that schools play an important role in students' participation in ICTPAAI.     

The impact of access to ICT,student background and school/home environment on academic success of students in Turkey: An international comparative analysis

This paper utilizes OECD's original PISA 2012 dataset to investigate the impact of access to ICT, student background and school/home environment on academic performance of students. Using cross-section data from 4848 15-year-old students in Turkey, ordered logit models are developed and analyzed. The results indicate that (i) availability of internet connection at home or school and student's possession of his/her own room at home have positive impacts on academic success, (ii) internet connection at schools may not be used for school-related activities and therefore distracts student's attention from schoolwork, (iii) as student-per-teacher ratio or school size increases, the academic success of students declines, (iv) pre-primary education and education in student's native language contribute to academic achievement, (v) there is a positive relationship between education level of parents and student's performance at school. Using additional data from 22,273 students, the paper also presents an international analysis that compares the results from Turkey with those from Germany, France and the United Kingdom. Finally, the urgent need for collection of micro level (at student, school or parent level) data on Turkish education system is underlined.     

High-school students’ perceptions of the effects of non-academic usage of ICT on their academic achievements

We investigated high-school students’ perceptions of the relationship between non-academic information and communications technology (NA-ICT) use and academic achievements. A sample of 533 Israeli students responded to surveys on ICT use habits, achievements, and the relationship between the two. A negative correlation between reported NA-ICT use time and reported scores was found. The idea of the negative effect of NA-ICT use on achievements was accepted by the majority of students, regardless of their academic achievements. However, when asked about the effect that reducing NA-ICT use time might have on their own grades, the majority of students found on the middle levels of the school performance scale appeared to believe that limiting NA-ICT usage will help them improve their grades. In contrast, students found on both ends of the scale (high-achieving and low-achieving alike) did not necessarily see a decrease in NA-ICT usage as beneficial. We discuss a possible explanation relying on Covington’s (1992) Self Esteem Theory and the entailed practical implications of our study.     

Internet inequality: The relationship between high school students’ Internet use in different locations and their Internet self-efficacy

This research study utilized the framework of digital inequality proposed by DiMaggio and Hargittai (2001) to examine the relationships among the subdimensions of Internet inequality and their outcomes. We firstly investigated the relationships between constructs of technical apparatus, autonomy of use, availability of social support, variation of use at different locations of Internet access (school, home, Internet cafe, and combinations of these locations) and Internet self-efficacy (ISE). Then the relationships between ISE and high school students' exploratory behavior and academic were also investigated. The survey was developed from reliable instruments used in previous research to measure the following variables: Internet Self-Efficacy, Internet accessibility at home and school, exploratory behaviors, academic performance, study use, leisure use, parents influence, superior influence, and training support. Internet access at the Internet café, gender, and self-reported academic achievement were added to the student survey.Bivariate correlation and regression statistical analyses were conducted to find significant relationships among these variables. ANOVA statistical analysis was used to find significant differences among groups. Significant findings indicated that digital inequality in Internet existed in school, home and Internet café and students with Internet access at home had the highest level of ISE.Our study also showed that different dimension of Internet inequality had different relationships with ISE. Home Internet accessibility positively related to ISE. Availability of social support from school had a greater effect than that from home as parents influence did not associate with ISE. And last, the variation of use was also related to ISE. Leisure use at Internet café, leisure use at home and study use at home positively associated with ISE. In addition, at home and Internet café, the relationship between leisure use and ISE was stronger than that between study use and ISE. As to the outcome of ISE, high levels of ISE were positively related to exploratory behaviors, and for those students who used the Internet at school and home, higher ISE related to better academic performance.     

Cheating behaviours,the Internet and Education undergraduate students

This paper describes an illuminative small‐scale study that piloted an initial survey instrument intended to investigate correspondences between 47 undergraduate Education final year students' use of information and communications technology (ICT), including the Internet, and – within the context of their adoption of tactics intended to impress lecturers or to exploit the hidden curriculum – students' engagement in cheating behaviours such as plagiarism. The study disclosed that 0.23 of the sample had reported single instances of cheating behaviours and that 0.21 of the sample had reported multiple instances of cheating behaviours. Analysis of data discerned correspondences between these cheating behaviours and personal factors. However, indicators of ICT capability and the Internet did not correlate significantly with cheating behaviours. Those students who had reported multiple instances of cheating behaviours were found to rate their ICT capabilities higher than their peers but had a tendency to report less frequent use of the Internet for coursework. Inferences are tentatively drawn for further research and for academic practices.     

How the ICT development level and usage influence student achievement in reading,mathematics, and science

The main purpose of this study is to investigate how national ICT development level and individual ICT usage will influence achievements in reading, mathematics, and science for 4th and 8th grade school students. Large-scale international databases, including TIMSS 2011, PIRLS 2011, and PISA 2012, were employed in the current study. Hierarchical linear models (HLM) were applied to examine both country- and individual-level variables. According to the findings of this study, the national ICT development level is a significant positive predictor for individual academic performance in all three subjects for both 4th grade and 8th grade students, while the national economic development level was controlled for. Such finding indicates a similar trend of the ICT influences for both groups, although there exists a difference in terms of the extent of the relationships. In addition, individual-level ICT use is a significant predictor, even if students' gender and socioeconomic status are controlled for; however, its influence is mixed across different student groups and subjects depending on the ICT usage type.     

Who assigns the most ICT activities? Examining the relationship between teacher and student usage

The expansion of information and communication technology (ICT) infrastructure in schools is expected to promote learning. To what extent teachers are utilizing the new ICT tools to engage students in learning activities remains a question. This study reports what kind of activities teachers are likely to assign students, and what type of teachers are more likely to assign such activities. Teacher ICT usage and student ICT assignments are examined using a sample of 3729 elementary and junior high school teachers in Taiwan. The results from correlation and regression analysis indicate that teachers who infrequently use basic ICT tools such as word processing rarely assign student ICT activities. At the other end of spectrum, teachers who create complicated multimedia materials are most likely to assign student multimedia activities. Regression results show that teachers’ frequency of building websites is the best predictor for assigning ICT-based sharing activities to students, though the likelihood is greater for junior high school than elementary school teachers. The results suggest that teachers assign students activities which require a variety of ICT tools, and teachers’ own ICT practices influence the type of ICT activities they assign to students.     

Marketing implications of traditional and ICT-mediated leisure activities

This study investigates the role of traditional and information and communication technology (ICT)-mediated leisure activities in consumer behaviour. An online survey of 558 members and 1319 ex-members of an Australian DVD rental company gathered preferences for nine traditional leisure activities and seven ICT-mediated leisure activities. The results of a cluster analysis showed four clusters with significant cluster differences across leisure activities and across demographics and consumer behaviours. For practitioners, the study illustrates how profiling customers on their leisure preferences can increase advertising effectiveness, reflect loyalty and help predict customer lifetime value. For academia, the results reveal how another consumer dimension, leisure activities, relates to demographic and behavioural characteristics.     

Socioeconomic differences in elementary students’ ICT beliefs and out-of-school experiences

The purpose of the study was to explore possible links between student socioeconomic status (SES), beliefs about information and communication technologies (ICTs), and out-of-school learning resources. Grades 5 and 6 students (N = 345) who were enrolled in one private and six public elementary schools in Greece, located in areas with different demographic characteristics, responded to a questionnaire addressing their ICT self-efficacy and value beliefs, out-of-school ICT access and activities, perceived parental support and regulation of home ICT activities, and access to sources of technological support beyond the family. Findings showed that students from all SES family backgrounds tended to have positive views about the value of ICTs, but students from low-SES families expressed lower confidence in their ICT skills. Parents from all SES backgrounds appeared to view equally favorably their children’s engagement with ICTs, and perceived parental support correlated highly with students’ ICT value beliefs. However, students from low-SES families appeared to have fewer opportunities to develop ICT competencies, which may explain why they expressed less positive self-efficacy beliefs. Findings stress the need for school ICT integration efforts to take into account student differences in prior experiences and to be coordinated with students’ home computer use.     

How and why do student teachers use ICT?

This paper examines how and why student teachers made use of information and communication technology (ICT) during a 1‐year initial teacher education programme from 2008 to 2009. This is a mixed methods study involving a survey (N = 340) of the entire cohort and a series of semi‐structured interviews with a sample of student teachers within the cohort (N = 21). The study explored several themes, including the nature of student teachers' use of ICT; variation in the use of ICT; support for, and constraints on, using ICT; attitudes to ICT and to teaching and learning more generally. It was found that nearly all teachers were receptive to using ICT – more so than their in‐service counterparts – and made frequent use of it during their placement (internship) experience. The Interactive Whiteboard (IWB) was central to nearly all student teachers' use of ICT, in good part, because it was already used by their mentors and was widely accessible. Student teachers' use of ICT was categorized in three levels. Routine users focused mostly on the use of the IWB for whole class teaching; extended users gave greater opportunities for pupils to use ICT for themselves; innovative student teachers used ICT in a greater range of contexts and made more effort to overcome barriers such as access. ICT use was seen as emerging from a mix of factors: chiefly student teachers' access to ICT; their feeling of ‘self‐efficacy’ when using ICT; and their belief that ICT had a positive impact on learning – in particular, the impact on pupils' behavioural and affective engagement. Factors which influenced ICT use included mentoring, training and support. Limitations on student teachers' use of ICT are explored and it is suggested that new teachers need to be supported in developing a more discerning use as they begin their teaching careers.     

Is the use of information and communication technology related to performance in working memory tasks? Evidence from seventh-grade students

The main purpose of this study was to assess whether seventh-grade students use of information and communication technology (ICT) was related to performance on working memory tasks. In addition, the study tested whether the relationship between ICT use and performance on working memory tasks interacted with seventh-grade students’ socioeconomic level and gender. 275 students recruited from 30 Chilean schools were grouped according to their self-reported use of PC, the Internet, Chat and Video games. To assess students’ working memory performance, they were tested with a digit span test and a visuo-spatial measure. Only one of our two dependent variables reflected a relationship between specific profiles of ICT use and working memory. Higher scores on the digits span test were related to those user profiles combining PC use and video game play, that is, those identified as Full users and as PC and Console Gamers. We did not find an interaction effect of gender and ICT use or an interaction effect of socioeconomic level and ICT use. There are three possible explanations for these results: first, a proclivity of students with higher working memory capacity to engage in technology use; second, an impact on working memory of potential differences in multitasking; and, third, an impact on working memory of video game play. However, these results must be interpreted cautiously since scores on the GEFT, our visuo-spatial working memory measure, were not related to any profile of technology use. As serious educational games become more regularly used at school, previous differences in video game experience become growingly important. Future research must study whether the intended benefits of serious educational games are being mediated by individual differences in previous exposure to video games and other information and computer technologies, with independence of the directionality of the relationship between video game play and working memory.     

The use of computer technology in university teaching and learning: a critical perspective

Abstract  Despite huge efforts to position information and communication technology (ICT) as a central tenet of university teaching and learning, the fact remains that many university students and faculty make only limited formal academic use of computer technology. Whilst this is usually attributed to a variety of operational deficits on the part of students, faculty, and universities, this paper considers the wider social relations underpinning the relatively modest use of technology in higher education. The paper explores how university use of computer technology is shaped into marginalized and curtailed positions by a variety of actors. From the 'writing' of ICT at a national policy level through to the marginalization of ICT within the lived 'student experience', a consistent theme emerges where computer technology use is constructed in limited, linear, and rigid terms far removed from the creative, productive, and empowering uses which are often celebrated by educational technologists. In the light of such constraints, the paper considers how these dominant constructions of a peripheral and limited use of ICT may be challenged by the higher education community. In particular, it concludes by reflecting on current critical thinking about how educational technologists can foster a more expansive and empowered use of computer technology within university settings.     

The use of Information and Communication technology when completing instrumental activities of daily living

Purpose of the studyAn important aspect of cognitive assessment is inquiry of the patient’s ability to manage instrumental activities of daily living (IADLs), including finances, medication, and transportation. Information and Communication technology (ICT, e.g. smartphones, computers) has become increasingly prevalent in American culture. We aimed to characterize what IADLs were being completed with ICT, and what factors predict ICT use to manage IADLs.Design and methodsWe administered a self-report survey to 505 Veterans seeking care at the VA Greater Los Angeles Healthcare System.ResultsSeventy percent reported regular ICT use. Of ICT users, 76% reported use for finances, 86% for shopping, 72% for health management, 75% for transportation, and 97% for communication. Logistic regression was used to identify predictors of high ICT use. Longer duration of computer use was significant in all models. Younger age, higher education, and better self-reported memory were associated with greater use for a subset of IADLs. Veterans with more health problems were more likely to use ICT to manage their healthcare.ImplicationsThese findings suggest that Veterans are using ICT to support IADLs. It appears appropriate for clinicians to incorporate questions about ICT use into IADLs assessment, which may assist in detecting subtle changes to day to day functioning and improve the accurate diagnosis of cognitive disorders.     

Evaluating the use and impact of lecture recording in undergraduates: Evidence for distinct approaches by different groups of students

Lecture recordings are increasingly used to supplement lecture attendance within higher education, but their impact on student learning remains unclear. Here we describe a study to evaluate student use of lecture recordings and quantify their impact on academic performance. Questionnaire responses and online monitoring of student's access to recordings indicate that ∼75% students use this material, the majority in a targeted manner. In contrast, a small subset of students (∼5%) are highly dependent on recordings downloading every lecture, and viewing the material for long periods, such that this represents a large proportion of their independent study. This ‘high user’ group is atypical, as it contains a high proportion of dyslexic and Non-English Speaking Background students. Despite high usage, lecture recordings do not have a significant impact on academic performance, either across the cohort or with students that use the recordings. Overall, this approach appears to be beneficial, but may reduce lecture attendance and encourage surface learning approaches in a minority of students.     

Assessment of 21st century ICT skills in Chile: Test design and results from high school level students

This paper describes a study that evaluates fifteen-year-old Chilean students Information and Communication Technology (ICT) skills. The paper presents an operational definition of ICT skills, an instrument measuring these skills as well as the students' results in the test. The definition of ICT skills used considers Chile's curricular framework, functional and cognitive skills. Specifically, ICT skills were defined as the capacity to solve problems of information, communication and knowledge in digital environments. A performance-based assessment was designed in a virtual environment to measure these skills. The analysis of the results showed that the majority of students were able to solve tasks related to the use of information as consumers, i.e., approximately three quarters of the students were able to search for information and half of them were also able to organize and manage digital information. Additionally, they show that very few students were able to succeed in tasks related to the use of information as producers, i.e., only one third of the students were able to develop their own ideas in a digital environment and less than one fifth were able to refine digital information and create a representation in a digital environment. Socioeconomic group, access, daily use and confidence in doing ICT-related activities were all positively associated with higher scores, showing the need to implement strategies to compensate this inequality, possibly by explicitly defining these aims in the national curriculum.     

Mentoring student-teachers in schools: views, practices and access to ICT

Abstract There is evidence from a number of publications that use of Information and Communications Technology (ICT) varies amongst serving and student-teachers in different subject specialities. Teacher-mentors are an obvious source of support during school experience; the relationship between student-teachers' use of ICT and that of their serving teacher-mentors is not clear. This study was part of a series of projects investigating ICT use during initial teacher training across different subject areas. Questionnaires, returned by 216 teacher-mentors in secondary schools were analysed. The questionnaires investigated use of ICT in teaching, availability of equipment and support, views on using ICT and preparations made for student-teachers to use ICT. In general, teacher-mentors were competent and frequent ICT users and were often active in preparing student-teachers' use. However, using case studies with 13 pairs of student-teachers and their teacher-mentors, it seems that similar preparations made by teacher-mentors did not always result in individual student-teachers using ICT to the same extent as peers. The possible reasons for differences were difficulties with access to computers, lack of active support and role models amongst serving teachers (including teacher-mentors) and competing demands on student-teachers' time. It is suggested that in order to increase the use of ICT in their teaching, student-teachers are likely to need better access to equipment, more active support from serving teachers and encouragement to include time for ICT in their school experience.     

Enhancing web-based language learning through self-monitoring

Abstract  The present study investigated the effects of a self-monitoring strategy on web-based language learning. Both students' academic performance and their motivational beliefs were investigated. The interaction between the use of a self-monitoring strategy and the level of learners' English proficiency was also examined. A total of 99 college students who were enrolled in classes for Freshmen English participated in this study. The experimental group was led to a web page with self-monitoring form for recording study time and environment, learning process, predicting test scores, and self-evaluation while the control group was not. It was found that (1) the self-monitoring strategy had a significant main effect on students' academic performance and their motivational beliefs; students who applied the self-monitoring strategy outperformed students who did not apply the self-monitoring strategy on both academic performance and motivational beliefs regardless of their English proficiency level; and (2) the influence of self-monitoring was greater on the lower English level students than on the higher English level students. The positive findings suggest that encouraging students to develop self-monitoring could help increase the success of online learning. Thus, applying a self-monitoring strategy is strongly recommended for web-based instruction.